视听生成论文趋势 2023–2026

联合生成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 780 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

视听生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023151066192
202427251960131
2025573219113221
2026846439149336

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部视听生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 336 篇，第 6 / 7 页

  1. ICML 2026video-SALMONN S: Memory-Enhanced Streaming Audio-Visual LLM
  2. ICML 2026Visual Implicit Autoregressive Modeling
  3. NeurIPS 2026A Quantitative Visual Taxonomy of Worldwide Writing Systems
  4. NeurIPS 2026ANCHOR: Audio-Visually Grounded Chain-of-Thought Reasoning Benchmark
  5. NeurIPS 2026Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
  6. NeurIPS 2026Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
  7. NeurIPS 2026ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
  8. NeurIPS 2026Attention Heads are Complementary Visual Units: Mitigating Hallucinations in LVLMs via Adaptive Visual Cues Focusing
  9. NeurIPS 2026AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
  10. NeurIPS 2026Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation
  11. NeurIPS 2026Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG
  12. NeurIPS 2026Binding Visual Features Point by Point
  13. NeurIPS 2026COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation
  14. NeurIPS 2026Contextual Flow Matching for High-quality Visual Content Generation
  15. NeurIPS 2026Contextual Flow Matching: Adaptive Step Selection in Flow Models for Efficient Visual Generation
  16. NeurIPS 2026Continuous Audio Thinking for Large Audio Language Models
  17. NeurIPS 2026Do Diffusion Models Learn to Generalize Basic Visual Skills?
  18. NeurIPS 2026Do Joint Audio-Video Generation Models Understand Physics?
  19. NeurIPS 2026Exemplar2VQA: A Scalable Exemplar-Driven Visual Question Answering Generation Framework via Multi-Agent Coding
  20. NeurIPS 2026ExtraVAR: Stage-Aware RoPE Remapping for Resolution Extrapolation in Visual Autoregressive Models
  21. NeurIPS 2026From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
  22. NeurIPS 2026G$^2$TR: Generation-Guided Visual Token Reduction for Separate-Encoder Unified Multimodal Models
  23. NeurIPS 2026Gender Artifacts from Art History to Text-to-Image Generation
  24. NeurIPS 2026Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction
  25. NeurIPS 2026GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
  26. NeurIPS 2026GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?
  27. NeurIPS 2026Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders
  28. NeurIPS 2026GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors
  29. NeurIPS 2026Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
  30. NeurIPS 2026Guiding Visual Autoregressive Models through Spectrum Weakening
  31. NeurIPS 2026HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
  32. NeurIPS 2026HyperNSDE: Personalized Neural SDEs for Joint Static—Longitudinal Clinical Data Generation
  33. NeurIPS 2026IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
  34. NeurIPS 2026Imagine Before You Draw: Visual Prompt Engineering for Image Generation
  35. NeurIPS 2026Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
  36. NeurIPS 2026Instantiation of Human Values in Image Generation
  37. NeurIPS 2026L2P: Unlocking Latent Potential for Pixel Generation
  38. NeurIPS 2026Latent-Lens: Visual Perception in Small Language Models Through Latent Communication
  39. NeurIPS 2026LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
  40. NeurIPS 2026Learning to See Through Language: An Exploration of Language Modeling's Effect on Visual Representations
  41. NeurIPS 2026Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling
  42. NeurIPS 2026Leveraging Latent Visual Reasoning in Silence
  43. NeurIPS 2026LiteNav: Lightweight Map-free Outdoor Visual Navigation
  44. NeurIPS 2026Localizing Concepts in Visual Autoregressive Models
  45. NeurIPS 2026MedVTok: A General-Purpose Medical Visual Tokenizer
  46. NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
  47. NeurIPS 2026Native Audio-Visual Alignment for Generation
  48. NeurIPS 2026PhysTacGen: Physics-Aware Visual-Tactile Sensor Image Generation
  49. NeurIPS 2026PitchBench: Measuring Pitch Hearing in Audio-Language Models
  50. NeurIPS 2026PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查视听生成在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "audio-visual-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇视听生成论文？
共 780 篇，按年份分别是 2023 年 92 篇、2024 年 131 篇、2025 年 221 篇、2026 年 336 篇。
NeurIPS 2026 有多少篇视听生成论文？
NeurIPS 2026 有 84 篇视听生成论文，上一届是 57 篇。
ICLR 2026 有多少篇视听生成论文？
ICLR 2026 有 64 篇视听生成论文，上一届是 32 篇。
ICML 2026 有多少篇视听生成论文？
ICML 2026 有 39 篇视听生成论文，上一届是 19 篇。
CVPR 2026 有多少篇视听生成论文？
CVPR 2026 有 149 篇视听生成论文，上一届是 113 篇。
哪个会议的视听生成论文最多？
CVPR，2023–2026 年共 383 篇。

「多模态生成」下的其他主题